Web Page Classification Based on Web Page Size and Hyperlinksand Website Hyperlink Structure

Denis L. Nkweteyim

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Paper

Web Page Classification Based on Web Page Size and Hyperlinksand Website Hyperlink Structure

In Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems - Volume 0ICEIS, 225-233, 2005 , Miami, United States

Author: Denis L. Nkweteyim

Affiliation: School of Information Sciences, University of Pittsburgh, United States

Abstract: This paper presents a new metric, Page Rank × Inverse Links-to-word count Ratio (PR × ILW), used in classifying web pages as content or navigation. The metric combines web page size and number of hyperlinks on a page, and the page rank metric based on website topology, to compute the new metric. We present a theoretical basis for the new metric, and the results of a web page classification study, which show that the new metric, when combined with the links-to-word count ratio of web pages, accurately classifies the pages into the two categories.

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Paper citation in several formats:

L. Nkweteyim, D. (2005). Web Page Classification Based on Web Page Size and Hyperlinksand Website Hyperlink Structure. In Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems (ICEIS 2005) - PRIS; ISBN 972-8865-28-7, SciTePress, pages 225-233. DOI: 10.5220/0002577102250233

@conference{pris05,
author={Denis {L. Nkweteyim}.},
title={Web Page Classification Based on Web Page Size and Hyperlinksand Website Hyperlink Structure},
booktitle={Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems (ICEIS 2005) - PRIS},
year={2005},
pages={225-233},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002577102250233},
isbn={972-8865-28-7},
}

TY - CONF

JO - Proceedings of the 5th International Workshop on Pattern Recognition in Information Systems (ICEIS 2005) - PRIS
TI - Web Page Classification Based on Web Page Size and Hyperlinksand Website Hyperlink Structure
SN - 972-8865-28-7
AU - L. Nkweteyim, D.
PY - 2005
SP - 225
EP - 233
DO - 10.5220/0002577102250233
PB - SciTePress